Title :
Adaptive motion estimation technique for motion compensated interframe interpolation
Author :
Sung, Won Rak ; Kang, Eung Kwan ; Choi, Jong Soo
Author_Institution :
Dept. of Electron. Eng., Chung-Ang Univ., Seoul, South Korea
fDate :
8/1/1999 12:00:00 AM
Abstract :
We propose a new fast motion compensated interframe interpolation algorithm. First, we propose a fast algorithm that obtains backward motion vectors by using forward motion vectors received from the transmitter. It is important to predict well both the covered and uncovered regions in order to interpolate skipped frames at the receiver, therefore, backward motion vectors are needed as well as forward motion vectors. But, in the case of the conventional video communication systems, we usually receive the forward estimated motion vectors from the transmitter. To estimate the backward motion vectors used to predict the uncovered region, the conventional interframe interpolation technique requires a large amount of calculation at the receiver because it uses exhaustive motion search such as full search block matching algorithm (FSBMA). In this paper, we reduce the computational complexity to get the backward motion vectors by using the dynamic search range varied for the forward motion vectors received from the transmitter. Second, we also propose the algorithm to obtain the motion vectors which are closer to the true object motion by utilizing the local characteristics of the vector field. This algorithm makes it possible, showing that the resulting motion vectors are more adaptive to the real object motion than the conventional one. According to the simulation results, the proposed algorithm is better than the conventional one in subjective quality as well as in objective quality
Keywords :
adaptive estimation; computational complexity; data compression; image matching; image sequences; interpolation; motion compensation; motion estimation; search problems; video coding; visual communication; adaptive motion estimation; backward motion vectors; computational complexity reductio; dynamic search range; fast algorithm; forward motion vectors; full search block matching algorithm; local characteristics; motion compensated interframe interpolation; objective quality; receiver; simulation results; subjective quality; transmitter; uncovered region; vector field; video coding; video communication systems; video sequence; Bit rate; Image converters; Image reconstruction; Image sequences; Interpolation; Mobile communication; Motion estimation; Pixel; Transmitters; Video compression;
Journal_Title :
Consumer Electronics, IEEE Transactions on